TRB Publications (September – October, 2021) Posted on November 17, 2021November 17, 2021 The following is a list of research published by the Transportation Research Board (TRB) between September 1, 2021 and October 31, 2021. Current articles from the TRB may be accessed here. Performance-Based and Evidence-Based Approach to Research Implementation at the Georgia Department of Transportation Level Crossing Safety Impact Assessments for Vehicle and Pedestrian Crossings Driver Yielding and Pedestrian Performance at Midblock Crossings on Three-Lane Roadways with Rectangular Rapid Flashing Beacons Hazard-Based Duration Approach to Pedestrian Crossing Behavior at Signalized Intersections Evaluating Pedestrian Crash-Prone Locations to Formulate Policy Interventions for Improved Safety and Walkability at Sidewalks and Crosswalks Development of Pedestrian Recall Versus Actuation Guidelines for Pedestrian Crossings at Signalized Intersections Auditory Alerts and Safety with Simulated Bicycles and Motor Vehicles Changes in Travel Behavior, Attitudes, and Preferences among E-Scooter Riders and Nonriders: First Look at Results from Pre and Post E-Scooter System Launch Surveys at Virginia Tech Empirical Study of the Impacts of Bicycles on Passenger Car Speeds on Urban Roads without Bicycle Lanes Measuring Instantaneous Resilience of a Highway Bridge Subjected to Earthquake Events Performance of Waterproofing Membranes to Protect Concrete Bridge Decks Learnings from the Field Implementation of a Novel Ultra-High Performance Concrete Beam End Repair on a Corroded Steel Girder Bridge in Connecticut Benchmarking Unmanned Aerial Systems-Assisted Inspection of Steel Bridges for Fatigue Cracks Cost Escalation in Road Construction Contracts Field Validation of Effective Dispersion Analysis of Reflections, a New Method for Nondestructive Estimation of Pile Depth Learning from the Past to Prepare for the Future: Adapting Freight and Supply Chains to Resilience Factors Environmental and Economic Effects of Fuel Savings in Driving Phase Resulting from Substitution of Light Metals in European Passenger Car Production Optimal Approach to Improving the Utilization of Regenerative Energy Considering Power Profile Emission Implications of Plug-in Hybrid Electric Vehicles Through an Empirical Exploration of Engine Starts Modeling CO2 Emissions from Trips using Urban Air Mobility and Emerging Automobile Technologies Operational Feasibility Assessment of Battery Electric Construction Equipment Based on In-Use Activity Data Spatio-Temporal Analysis of Freight Flows in Southern California Consistent Three-Dimensional Elasto-Plastic Model to Study Unsaturated Soil Behavior with Considerations of Coupled Hydro-Mechanical Hysteresis I-RIPRAP Computer Vision Software for Automated Size and Shape Characterization of Riprap in Stockpile Images Evaluating the Durability of Lime-Stabilized Soil Mixtures using Soil Mineralogy and Computational Geochemistry Development of a Novel Intelligent Speed Adaptation System Based on Available Sight Distance Are Roundabouts Safe and Economically Viable Replacing Conventional Diamond Interchange Ramp Terminals? Effects of Pedestrian Crossing on Minor Road Capacity at Two-Way Stop-Controlled Intersections Roundabouts in the United States: An International Comparison of Illuminance Requirements and Costs Construction of an Electrically Heated Asphalt Road Based on Ribbon Technology Rational Basis for Light Emitting Diode Street Lighting Retrofit Luminaire Selection Cable Median Barrier Effect on Commercial Vehicle Crossover Crashes Some New Developments in Two-Way-Stop-Controlled Intersections Procedures and Recommendations for a Future Version of the Highway Capacity Manual Designing Crossing Islands for Speed Control and Intersection Safety on Two-Lane Collectors and Arterials Connected Vehicle-Cooperative Adaptive Cruise Control Algorithm to Divide and Reform Connected Vehicle Platoons at Signalized Intersections to Improve Traffic Throughput and Safety Strategic Evacuation for Hurricanes and Regional Events with and without Autonomous Vehicles Assessing the Impact of Automated and Connected Automated Vehicles on Virginia Freeways Stop Sign Gap Assist Application in a Connected Vehicle Simulation Environment Decrease in Viscosity Caused by Agglomeration and Particle Dispersion in Cement–Fly Ash Suspensions Stabilization of the Highway Slope using Recycled Plastic Pins Evaluation of Acceptance Risks through Percent within Limit for Highway Materials and Pavement Construction Performance Evaluation of Different Insulating Materials using Field Temperature and Moisture Data Engineered Semi-Flexible Composite Mixture Design and Its Implementation Method at Railroad Bridge Approach New Turner-Fairbank Alkali-Silica Reaction Susceptibility Test for Aggregate Evaluation Progressive Development of the Perched Water Zone in Highway Slopes Made of Highly Plastic Clay Improvement of Strength and Volume-Change Properties of Expansive Clays with Geopolymer Treatment Evaluating the Performance of Wicking Geotextile in Providing Drainage for Flexible Pavements Built over Expansive Soils Evaluation of Chloride Intrusion along Concrete–Grout Interfaces for Post-Tensioned Concrete Durability Slip Coefficient Testing of ASTM A709 Grade 50CR and Dissimilar Metal Bolted Connections Relationship between Rheological Indices and Cracking Performance of Virgin, Recycled, and Rejuvenated Asphalt Binders and Mixtures Xonotlite and Hillebrandite as Model Compounds for Calcium Silicate Hydrate Seeding in Cementitious Materials Mechanical Properties of Nano-Modified Cementitious Composites Reinforced with Single and Hybrid Fibers Effect of Nano-Silica on the Properties of Concrete and Its Interaction with Slag Hydration and Early Age Properties of Cement Pastes Modified with Cellulose Nanofibrils Role of Carbon Nanofiber on the Electrical Resistivity of Mortar under Compressive Load Durability of Concrete Superficially Treated with Nano-Silica and Silane/Nano-Clay Coatings Cellulose Nanocomposites for Performance Enhancement of Ordinary Portland Cement-Based Materials Effects of Nanosilica as Suspensions on the Hydration and the Microstructure of Hardened Cement Paste The Forecast Is for Better Transportation Management Vehicle Delay Estimation at Signalized Intersections Using Machine Learning Algorithms Field Theory for Some Traffic Phenomena and Fundamental Diagram Modeling Capacity of Through Movement at Signalized Intersection Affected by Short Left-Turn Bay under Different Signal Settings Spatial Roadway Condition-Assessment Mapping Utilizing Smartphones and Machine Learning Algorithms New Travel Time Reliability Methodology for Urban Arterial Corridors Fuel Consumption Intersection Control Performance Index Collection, Analysis, and Reporting of Kentucky Traffic Incident Management Performance Efficient Road Crack Detection Based on an Adaptive Pixel-Level Segmentation Algorithm Deriving Operational Traffic Signal Performance Measures from Vehicle Trajectory Data Deep Learning to Detect Road Distress from Unmanned Aerial System Imagery Data-Driven Approach to Quantify and Reduce Error Associated with Assigning Short Duration Counts to Traffic Pattern Groups Use of the Pavement Surface Cracking Metric to Quantify Distresses from Digital Images Meso-Scale Kinematic Responses of Asphalt Mixture in Both Field and Laboratory Compaction Field Density Investigation of Asphalt Mixtures in Minnesota Local Calibration of Pavement Mechanistic-Empirical Faulting Reliability using Pavement Management Data C-FLEX Advanced Finite Element Analysis Program for Flexible Pavement Analysis and Design Using Large Linked Field Data Sets to Investigate Density’s Impact on the Performance of Washington State Department of Transportation Asphalt Pavements Short-Term Field Performance and Cost-Effectiveness of Crumb-Rubber Modified Asphalt Emulsion in Chip Seal Applications Results of the 10-Year Arizona Quiet Pavement Pilot Program Predicting the Retroreflectivity Degradation of Waterborne Paint Pavement Markings using Advanced Machine Learning Techniques Prototype Design of Cement/Emulsified Asphalt Based Piezoelectric Composites and its Potential Application in Vehicle Speed Sensing Use of Time–Temperature Superposition Principle to Create Pavement Performance Master Curves and Relate Pavement Condition Index and International Roughness Index Signal Stability and the Height-Correction Method for Ground-Penetrating Radar In Situ Asphalt Concrete Density Prediction Development of Cost-Effective Restriping Strategies using Standard Width and Wide Waterborne Paints on Asphalt Pavements in Hot and Humid Climates Redevelopment of Artificial Neural Networks for Predicting the Response of Bonded Concrete Overlays of Asphalt for use in a Faulting Prediction Model Automated Detection and Classification of Pavement Distresses using 3D Pavement Surface Images and Deep Learning Deep Convolutional Neural Networks for Pavement Crack Detection using an Inexpensive Global Shutter RGB-D Sensor and ARM-Based Single-Board Computer Application of Mobile Terrestrial LiDAR Scanning Systems for Identification of Potential Pavement Rutting Locations Detection of Pavement Maintenance Treatments using Deep-Learning Network Pavement Distress and Debris Detection using a Mobile Mapping System with 2D Profiler LiDAR Highway Asset and Pavement Condition Management using Mobile Photogrammetry Application of Advanced Multi-Sensor Non-Destructive Testing System for the Evaluation of Pavements Affected by Transverse Crack-Heaving Automated Asphalt Pavement Raveling Detection and Classification using Convolutional Neural Network and Macrotexture Analysis Comparing Regional Sustainability and Transportation Sustainability at the Metropolitan Level in the U.S. using Artificial Neural Network Clustering Techniques Drivers and Barriers of Households’ Carsharing Decisions Development of a Simulated Three-Dimensional Truck Model to Predict Excess Fuel Consumption Resulting from Pavement Roughness Measuring Changes in Multimodal Travel Behavior Resulting from Transport Supply Improvement Evaluating Correlations of External Factors and Performance Measures of the Multimodal Transportation System in Florida Travel Patterns of Frequent and Non-Frequent Users on I-66 High-Occupancy Toll Lanes and Implications for the Value of Time Estimation Equity-Oriented Criteria for Project Prioritization in Regional Transportation Planning Social Network Approach to Analyze Stability and Variability of Travel Decisions Measuring the Regional Economic Impact of Transportation Access Improvements in the Context of a Large Metropolitan Region State of Emergency: What Transportation Learned from 9/11 Cyber-Resilience: A 21st-Century Challenge Comparing Commercial Vehicle Fuel Consumption Models using Real-World Data under Calibration Constraints Development of an Artificial Neural Network-Based Procedure for the Verification of Traffic Speed Deflectometer Measurements Inferring the Purposes of using Ride-Hailing Services through Data Fusion of Trip Trajectories, Secondary Travel Surveys, and Land Use Data Understanding Urban Commercial Vehicle Driver Behaviors and Decision Making Use of Exclusive and Pooled Ridehailing Services in Three Mexican Cities Transport Networking Companies Demand and Flow Estimation in New York City Development of a Novel Convolutional Neural Network Architecture Named RoadweatherNet for Trajectory-Level Weather Detection using SHRP2 Naturalistic Driving Data Bayesian Approach to Developing Context-Based Crash Modification Factors for Medians on Rural Four-Lane Roadways Impacts of School Reopening on Variations in Local Bus Performance in Sydney Predicting Coordinated Actuated Traffic Signal Change Times using Long Short-Term Memory Neural Networks Real-Time Twitter Data Mining Approach to Infer User Perception Toward Active Mobility Understanding Gap Acceptance Behavior at Unsignalized Intersections using Naturalistic Driving Study Data Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing Spatio-Temporal Influence of Extreme Weather on a Taxi Market Simulation Framework for Analysis of Relief Distribution Efforts after Hurricane Maria in Puerto Rico Transportation Barriers among Immigrant Women Experiencing Intimate Partner Violence Simulation of Potential Use Cases for Shared Mobility Services in the City of Ann Arbor Emergency Evacuation: 20-Year Evolution of Research and Practice Retooling Emergency Management: How Caltrans Transformed and Transcended the State of the Practice Is It Safe Yet? Fear and What Can Be Done to Mitigate It Interoperability of Public Safety Communications: An Elusive Goal Bridge and Tunnel Security Resources Successful Communication During Disruptive, Crisis Situations: 14th Annual Competition Identifies Best Practices Factors Affecting Driver Injury Severity in the Wrong-Way Crash: Accounting for Potential Heterogeneity in Means and Variances of Random Parameters Effects of Auditory Display Types and Acoustic Variables on Subjective Driver Assessment in a Rail Crossing Context Systematic Review of Research on Driver Distraction in the Context of Advanced Driver Assistance Systems Potential Effectiveness of Bicycle-Automatic Emergency Braking using the Washtenaw Area Transportation Study Data Set Spatiotemporal Analysis of Highway Traffic Patterns in Hurricane Irma Evacuation Machine Learning Approach for Predicting Lane-Change Maneuvers using the SHRP2 Naturalistic Driving Study Data Assessment of Commercial Truck Driver Injury Severity as a Result of Driving Actions Simple Index to Assess the Calibration Quality of Safety Performance Functions Based on Multiple Goodness-of-Fit Metrics Driving Maneuvers Detection using Semi-Supervised Long Short-Term Memory and Smartphone Sensors Topic Models from Crash Narrative Reports of Motorcycle Crash Causation Study Examining Freeway Bottleneck Features During a Mass Evacuation Review of Post-Fire Inspection Procedures for Concrete Tunnels Systematic Safety Evaluation of Diverging Diamond Interchanges Based on Nationwide Implementation Data Regional Perspective of Safety Performance Functions and Their Application to Florida Intersections in Suburban Residential and Urban General Context Classification Categories Measuring Congestion and Reliability Impacts of Safety Projects Use of Agency Service Agreements in ADA Paratransit Delivery Assessing the Bus Bridging Effectiveness on the Operational Resilience of the Subway Service in Toronto Impacts of Bike Sharing Program on Subway Ridership in New York City Using GTFS to Calculate Travel Time Savings Potential of Bus Preferential Treatments Effectiveness of Green Warning Lights with Different Flashing Patterns for Winter Maintenance Operations Review of Methods for Estimating Construction Work Zone Capacity Posted in TRB Research.